{"id":"W2737695046","doi":"","title":"Braided Freshwater Governance: A comparison of regulation and stewardship of riparian areas and wetlands in British Columbia and Washington","year":2016,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Wetland; Riparian zone; Corporate governance; Environmental resource management; Geography; Environmental planning; Environmental protection; Environmental science; Political science; Business; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006790782,0.0001980705,0.0003141784,0.0026272,0.005655742,0.003985612,0.001028059,0.0005133917,0.002315937],"category_scores_gemma":[0.002837246,0.0002741176,0.0001770287,0.004934774,0.002896964,0.0008406154,0.002327232,0.0008329974,0.0001256404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03646241,"about_ca_system_score_gemma":0.03448029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769404,"about_ca_topic_score_gemma":0.9956435,"domain_scores_codex":[0.9986984,0.0001171384,0.00005535559,0.00009608363,0.0004024124,0.0006306091],"domain_scores_gemma":[0.99628,0.0003893131,0.0003042505,0.000121414,0.001563079,0.001341875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002080443,0.0002097294,0.8334889,0.0001701154,0.0001342762,0.001566897,0.07046492,0.0007324933,0.002775964,0.007433053,0.005736877,0.07707854],"study_design_scores_gemma":[0.000005547701,0.0000268281,0.9113368,0.00008373037,0.0000176202,0.00007303838,0.07935447,0.0002408147,0.0001353474,0.0001945368,0.00851102,0.00002030132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842757,0.0003453526,0.00009697645,0.0004604906,0.000007613297,0.00004529954,0.0001933976,0.000008378293,0.01456671],"genre_scores_gemma":[0.9948984,0.0004416158,0.0001461074,0.0001685252,0.000001528523,0.0000289454,0.0002384989,0.000005919462,0.00407051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03646241,"threshold_uncertainty_score":0.2645546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009732710670628244,"score_gpt":0.1867881572822367,"score_spread":0.1770554466116085,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}